Likelihood-based deconvolution of bulk gene expression data using single-cell references

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Figure 5.
Figure 5.

RNA-Sieve results with confidence intervals in pseudobulk experiments. Inferred cell type proportions in pseudobulk experiments using data from the Tabula Muris Senis experiment for within-protocol (Smart-seq2 for both reference and pseudobulk) (A) and across-protocol (Smart-seq2 reference and 10x Chromium pseudobulk) (B) experiments. The black error bars on inferred proportions show the marginal 95% confidence intervals computed from the estimated Godambe information produced by RNA-Sieve. See “Confidence intervals” for mathematical details. Supplemental Table S2 contains the cell types in each organ, which could not be displayed because of space constraints.

This Article

  1. Genome Res. 31: 1794-1806

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